diff --git a/doc/source/command-objects/network-rbac.rst b/doc/source/command-objects/network-rbac.rst
index 0cf2127fc2..ff929491ca 100644
--- a/doc/source/command-objects/network-rbac.rst
+++ b/doc/source/command-objects/network-rbac.rst
@@ -8,6 +8,68 @@ to network resources for specific projects.
 
 Network v2
 
+network rbac create
+-------------------
+
+Create network RBAC policy
+
+.. program:: network rbac create
+.. code:: bash
+
+    os network rbac create
+        --type <type>
+        --action <action>
+        --target-project <target-project> [--target-project-domain <target-project-domain>]
+        [--project <project> [--project-domain <project-domain>]]
+        <rbac-policy>
+
+.. option:: --type <type>
+
+    Type of the object that RBAC policy affects ("qos_policy" or "network") (required)
+
+.. option:: --action <action>
+
+    Action for the RBAC policy ("access_as_external" or "access_as_shared") (required)
+
+.. option:: --target-project <target-project>
+
+    The project to which the RBAC policy will be enforced (name or ID) (required)
+
+.. option:: --target-project-domain <target-project-domain>
+
+    Domain the target project belongs to (name or ID).
+    This can be used in case collisions between project names exist.
+
+.. option:: --project <project>
+
+    The owner project (name or ID)
+
+.. option:: --project-domain <project-domain>
+
+    Domain the project belongs to (name or ID).
+    This can be used in case collisions between project names exist.
+
+.. _network_rbac_create-rbac-policy:
+.. describe:: <rbac-object>
+
+    The object to which this RBAC policy affects (name or ID for network objects, ID only for QoS policy objects)
+
+network rbac delete
+-------------------
+
+Delete network RBAC policy(s)
+
+.. program:: network rbac delete
+.. code:: bash
+
+    os network rbac delete
+        <rbac-policy> [<rbac-policy> ...]
+
+.. _network_rbac_delete-rbac-policy:
+.. describe:: <rbac-policy>
+
+    RBAC policy(s) to delete (ID only)
+
 network rbac list
 -----------------
 
diff --git a/doc/source/specs/command-objects/example.rst b/doc/source/specs/command-objects/example.rst
index 6f8b058844..f596978f41 100644
--- a/doc/source/specs/command-objects/example.rst
+++ b/doc/source/specs/command-objects/example.rst
@@ -38,7 +38,7 @@ Delete example(s)
 
 .. describe:: <example>
 
-    Example to delete (name or ID)
+    Example(s) to delete (name or ID)
 
 example list
 ------------
diff --git a/functional/tests/network/v2/test_network_rbac.py b/functional/tests/network/v2/test_network_rbac.py
new file mode 100644
index 0000000000..5d8cc1cc49
--- /dev/null
+++ b/functional/tests/network/v2/test_network_rbac.py
@@ -0,0 +1,55 @@
+#    Licensed under the Apache License, Version 2.0 (the "License"); you may
+#    not use this file except in compliance with the License. You may obtain
+#    a copy of the License at
+#
+#         http://www.apache.org/licenses/LICENSE-2.0
+#
+#    Unless required by applicable law or agreed to in writing, software
+#    distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+#    WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+#    License for the specific language governing permissions and limitations
+#    under the License.
+
+import uuid
+
+from functional.common import test
+
+
+class NetworkRBACTests(test.TestCase):
+    """Functional tests for network rbac. """
+    NET_NAME = uuid.uuid4().hex
+    OBJECT_ID = None
+    ID = None
+    HEADERS = ['ID']
+    FIELDS = ['id']
+
+    @classmethod
+    def setUpClass(cls):
+        opts = cls.get_opts(cls.FIELDS)
+        raw_output = cls.openstack('network create ' + cls.NET_NAME + opts)
+        cls.OBJECT_ID = raw_output.strip('\n')
+        opts = cls.get_opts(['id', 'object_id'])
+        raw_output = cls.openstack('network rbac create ' +
+                                   cls.OBJECT_ID +
+                                   ' --action access_as_shared' +
+                                   ' --target-project admin' +
+                                   ' --type network' + opts)
+        cls.ID, object_id, rol = tuple(raw_output.split('\n'))
+        cls.assertOutput(cls.OBJECT_ID, object_id)
+
+    @classmethod
+    def tearDownClass(cls):
+        raw_output = cls.openstack('network rbac delete ' + cls.ID)
+        cls.assertOutput('', raw_output)
+        raw_output = cls.openstack('network delete ' + cls.OBJECT_ID)
+        cls.assertOutput('', raw_output)
+
+    def test_network_rbac_list(self):
+        opts = self.get_opts(self.HEADERS)
+        raw_output = self.openstack('network rbac list' + opts)
+        self.assertIn(self.ID, raw_output)
+
+    def test_network_rbac_show(self):
+        opts = self.get_opts(self.FIELDS)
+        raw_output = self.openstack('network rbac show ' + self.ID + opts)
+        self.assertEqual(self.ID + "\n", raw_output)
diff --git a/openstackclient/network/v2/network_rbac.py b/openstackclient/network/v2/network_rbac.py
index 7a759449b6..62968376df 100644
--- a/openstackclient/network/v2/network_rbac.py
+++ b/openstackclient/network/v2/network_rbac.py
@@ -13,10 +13,17 @@
 
 """RBAC action implementations"""
 
+import logging
+
 from osc_lib.command import command
+from osc_lib import exceptions
 from osc_lib import utils
 
 from openstackclient.i18n import _
+from openstackclient.identity import common as identity_common
+
+
+LOG = logging.getLogger(__name__)
 
 
 def _get_columns(item):
@@ -30,6 +37,131 @@ def _get_columns(item):
     return tuple(sorted(columns))
 
 
+def _get_attrs(client_manager, parsed_args):
+    attrs = {}
+    attrs['object_type'] = parsed_args.type
+    attrs['action'] = parsed_args.action
+
+    network_client = client_manager.network
+    if parsed_args.type == 'network':
+        object_id = network_client.find_network(
+            parsed_args.rbac_object, ignore_missing=False).id
+    if parsed_args.type == 'qos_policy':
+        # TODO(Huanxuan Ao): Support finding a object ID by obejct name
+        # after qos policy finding supported in SDK.
+        object_id = parsed_args.rbac_object
+    attrs['object_id'] = object_id
+
+    identity_client = client_manager.identity
+    project_id = identity_common.find_project(
+        identity_client,
+        parsed_args.target_project,
+        parsed_args.target_project_domain,
+    ).id
+    attrs['target_tenant'] = project_id
+    if parsed_args.project is not None:
+        project_id = identity_common.find_project(
+            identity_client,
+            parsed_args.project,
+            parsed_args.project_domain,
+        ).id
+        attrs['tenant_id'] = project_id
+
+    return attrs
+
+
+class CreateNetworkRBAC(command.ShowOne):
+    """Create network RBAC policy"""
+
+    def get_parser(self, prog_name):
+        parser = super(CreateNetworkRBAC, self).get_parser(prog_name)
+        parser.add_argument(
+            'rbac_object',
+            metavar="<rbac-object>",
+            help=_("The object to which this RBAC policy affects (name or "
+                   "ID for network objects, ID only for QoS policy objects)")
+        )
+        parser.add_argument(
+            '--type',
+            metavar="<type>",
+            required=True,
+            choices=['qos_policy', 'network'],
+            help=_('Type of the object that RBAC policy '
+                   'affects ("qos_policy" or "network")')
+        )
+        parser.add_argument(
+            '--action',
+            metavar="<action>",
+            required=True,
+            choices=['access_as_external', 'access_as_shared'],
+            help=_('Action for the RBAC policy '
+                   '("access_as_external" or "access_as_shared")')
+        )
+        parser.add_argument(
+            '--target-project',
+            required=True,
+            metavar="<target-project>",
+            help=_('The project to which the RBAC policy '
+                   'will be enforced (name or ID)')
+        )
+        parser.add_argument(
+            '--target-project-domain',
+            metavar='<target-project-domain>',
+            help=_('Domain the target project belongs to (name or ID). '
+                   'This can be used in case collisions between project names '
+                   'exist.'),
+        )
+        parser.add_argument(
+            '--project',
+            metavar="<project>",
+            help=_('The owner project (name or ID)')
+        )
+        identity_common.add_project_domain_option_to_parser(parser)
+        return parser
+
+    def take_action(self, parsed_args):
+        client = self.app.client_manager.network
+        attrs = _get_attrs(self.app.client_manager, parsed_args)
+        obj = client.create_rbac_policy(**attrs)
+        columns = _get_columns(obj)
+        data = utils.get_item_properties(obj, columns)
+        return columns, data
+
+
+class DeleteNetworkRBAC(command.Command):
+    """Delete network RBAC policy(s)"""
+
+    def get_parser(self, prog_name):
+        parser = super(DeleteNetworkRBAC, self).get_parser(prog_name)
+        parser.add_argument(
+            'rbac_policy',
+            metavar="<rbac-policy>",
+            nargs='+',
+            help=_("RBAC policy(s) to delete (ID only)")
+        )
+        return parser
+
+    def take_action(self, parsed_args):
+        client = self.app.client_manager.network
+        result = 0
+
+        for rbac in parsed_args.rbac_policy:
+            try:
+                obj = client.find_rbac_policy(rbac, ignore_missing=False)
+                client.delete_rbac_policy(obj)
+            except Exception as e:
+                result += 1
+                LOG.error(_("Failed to delete RBAC policy with "
+                            "ID '%(rbac)s': %(e)s"),
+                          {'rbac': rbac, 'e': e})
+
+        if result > 0:
+            total = len(parsed_args.rbac_policy)
+            msg = (_("%(result)s of %(total)s RBAC policies failed "
+                   "to delete.") % {'result': result, 'total': total})
+            raise exceptions.CommandError(msg)
+
+
 class ListNetworkRBAC(command.Lister):
     """List network RBAC policies"""
 
diff --git a/openstackclient/tests/network/v2/fakes.py b/openstackclient/tests/network/v2/fakes.py
index 0575209447..9182fe553c 100644
--- a/openstackclient/tests/network/v2/fakes.py
+++ b/openstackclient/tests/network/v2/fakes.py
@@ -541,6 +541,25 @@ class FakeNetworkRBAC(object):
 
         return rbac_policies
 
+    @staticmethod
+    def get_network_rbacs(rbac_policies=None, count=2):
+        """Get an iterable MagicMock object with a list of faked rbac policies.
+
+        If rbac policies list is provided, then initialize the Mock object
+        with the list. Otherwise create one.
+
+        :param List rbac_policies:
+            A list of FakeResource objects faking rbac policies
+        :param int count:
+            The number of rbac policies to fake
+        :return:
+            An iterable Mock object with side_effect set to a list of faked
+            rbac policies
+        """
+        if rbac_policies is None:
+            rbac_policies = FakeNetworkRBAC.create_network_rbacs(count)
+        return mock.MagicMock(side_effect=rbac_policies)
+
 
 class FakeRouter(object):
     """Fake one or more routers."""
diff --git a/openstackclient/tests/network/v2/test_network_rbac.py b/openstackclient/tests/network/v2/test_network_rbac.py
index 057e0adc74..5d6e9cfa0b 100644
--- a/openstackclient/tests/network/v2/test_network_rbac.py
+++ b/openstackclient/tests/network/v2/test_network_rbac.py
@@ -12,8 +12,12 @@
 #
 
 import mock
+from mock import call
+
+from osc_lib import exceptions
 
 from openstackclient.network.v2 import network_rbac
+from openstackclient.tests.identity.v3 import fakes as identity_fakes_v3
 from openstackclient.tests.network.v2 import fakes as network_fakes
 from openstackclient.tests import utils as tests_utils
 
@@ -25,6 +29,252 @@ class TestNetworkRBAC(network_fakes.TestNetworkV2):
 
         # Get a shortcut to the network client
         self.network = self.app.client_manager.network
+        # Get a shortcut to the ProjectManager Mock
+        self.projects_mock = self.app.client_manager.identity.projects
+
+
+class TestCreateNetworkRBAC(TestNetworkRBAC):
+
+    network_object = network_fakes.FakeNetwork.create_one_network()
+    project = identity_fakes_v3.FakeProject.create_one_project()
+    rbac_policy = network_fakes.FakeNetworkRBAC.create_one_network_rbac(
+        attrs={'tenant_id': project.id,
+               'target_tenant': project.id,
+               'object_id': network_object.id}
+    )
+
+    columns = (
+        'action',
+        'id',
+        'object_id',
+        'object_type',
+        'project_id',
+        'target_project',
+    )
+
+    data = [
+        rbac_policy.action,
+        rbac_policy.id,
+        rbac_policy.object_id,
+        rbac_policy.object_type,
+        rbac_policy.tenant_id,
+        rbac_policy.target_tenant,
+    ]
+
+    def setUp(self):
+        super(TestCreateNetworkRBAC, self).setUp()
+
+        # Get the command object to test
+        self.cmd = network_rbac.CreateNetworkRBAC(self.app, self.namespace)
+
+        self.network.create_rbac_policy = mock.Mock(
+            return_value=self.rbac_policy)
+        self.network.find_network = mock.Mock(
+            return_value=self.network_object)
+        self.projects_mock.get.return_value = self.project
+
+    def test_network_rbac_create_no_type(self):
+        arglist = [
+            '--action', self.rbac_policy.action,
+            self.rbac_policy.object_id,
+        ]
+        verifylist = [
+            ('action', self.rbac_policy.action),
+            ('rbac_policy', self.rbac_policy.id),
+        ]
+
+        self.assertRaises(tests_utils.ParserException, self.check_parser,
+                          self.cmd, arglist, verifylist)
+
+    def test_network_rbac_create_no_action(self):
+        arglist = [
+            '--type', self.rbac_policy.object_type,
+            self.rbac_policy.object_id,
+        ]
+        verifylist = [
+            ('type', self.rbac_policy.object_type),
+            ('rbac_policy', self.rbac_policy.id),
+        ]
+
+        self.assertRaises(tests_utils.ParserException, self.check_parser,
+                          self.cmd, arglist, verifylist)
+
+    def test_network_rbac_create_invalid_type(self):
+        arglist = [
+            '--action', self.rbac_policy.action,
+            '--type', 'invalid_type',
+            '--target-project', self.rbac_policy.target_tenant,
+            self.rbac_policy.object_id,
+        ]
+        verifylist = [
+            ('action', self.rbac_policy.action),
+            ('type', 'invalid_type'),
+            ('target-project', self.rbac_policy.target_tenant),
+            ('rbac_policy', self.rbac_policy.id),
+        ]
+
+        self.assertRaises(tests_utils.ParserException, self.check_parser,
+                          self.cmd, arglist, verifylist)
+
+    def test_network_rbac_create_invalid_action(self):
+        arglist = [
+            '--type', self.rbac_policy.object_type,
+            '--action', 'invalid_action',
+            '--target-project', self.rbac_policy.target_tenant,
+            self.rbac_policy.object_id,
+        ]
+        verifylist = [
+            ('type', self.rbac_policy.object_type),
+            ('action', 'invalid_action'),
+            ('target-project', self.rbac_policy.target_tenant),
+            ('rbac_policy', self.rbac_policy.id),
+        ]
+
+        self.assertRaises(tests_utils.ParserException, self.check_parser,
+                          self.cmd, arglist, verifylist)
+
+    def test_network_rbac_create(self):
+        arglist = [
+            '--type', self.rbac_policy.object_type,
+            '--action', self.rbac_policy.action,
+            '--target-project', self.rbac_policy.target_tenant,
+            self.rbac_policy.object_id,
+        ]
+        verifylist = [
+            ('type', self.rbac_policy.object_type),
+            ('action', self.rbac_policy.action),
+            ('target_project', self.rbac_policy.target_tenant),
+            ('rbac_object', self.rbac_policy.object_id),
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+
+        # DisplayCommandBase.take_action() returns two tuples
+        columns, data = self.cmd.take_action(parsed_args)
+
+        self.network.create_rbac_policy.assert_called_with(**{
+            'object_id': self.rbac_policy.object_id,
+            'object_type': self.rbac_policy.object_type,
+            'action': self.rbac_policy.action,
+            'target_tenant': self.rbac_policy.target_tenant,
+        })
+        self.assertEqual(self.columns, columns)
+        self.assertEqual(self.data, list(data))
+
+    def test_network_rbac_create_all_options(self):
+        arglist = [
+            '--type', self.rbac_policy.object_type,
+            '--action', self.rbac_policy.action,
+            '--target-project', self.rbac_policy.target_tenant,
+            '--project', self.rbac_policy.tenant_id,
+            '--project-domain', self.project.domain_id,
+            '--target-project-domain', self.project.domain_id,
+            self.rbac_policy.object_id,
+        ]
+        verifylist = [
+            ('type', self.rbac_policy.object_type),
+            ('action', self.rbac_policy.action),
+            ('target_project', self.rbac_policy.target_tenant),
+            ('project', self.rbac_policy.tenant_id),
+            ('project_domain', self.project.domain_id),
+            ('target_project_domain', self.project.domain_id),
+            ('rbac_object', self.rbac_policy.object_id),
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+
+        # DisplayCommandBase.take_action() returns two tuples
+        columns, data = self.cmd.take_action(parsed_args)
+
+        self.network.create_rbac_policy.assert_called_with(**{
+            'object_id': self.rbac_policy.object_id,
+            'object_type': self.rbac_policy.object_type,
+            'action': self.rbac_policy.action,
+            'target_tenant': self.rbac_policy.target_tenant,
+            'tenant_id': self.rbac_policy.tenant_id,
+        })
+        self.assertEqual(self.columns, columns)
+        self.assertEqual(self.data, list(data))
+
+
+class TestDeleteNetworkRBAC(TestNetworkRBAC):
+
+    rbac_policies = network_fakes.FakeNetworkRBAC.create_network_rbacs(count=2)
+
+    def setUp(self):
+        super(TestDeleteNetworkRBAC, self).setUp()
+        self.network.delete_rbac_policy = mock.Mock(return_value=None)
+        self.network.find_rbac_policy = (
+            network_fakes.FakeNetworkRBAC.get_network_rbacs(
+                rbac_policies=self.rbac_policies)
+        )
+
+        # Get the command object to test
+        self.cmd = network_rbac.DeleteNetworkRBAC(self.app, self.namespace)
+
+    def test_network_rbac_delete(self):
+        arglist = [
+            self.rbac_policies[0].id,
+        ]
+        verifylist = [
+            ('rbac_policy', [self.rbac_policies[0].id]),
+        ]
+
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+
+        result = self.cmd.take_action(parsed_args)
+        self.network.find_rbac_policy.assert_called_once_with(
+            self.rbac_policies[0].id, ignore_missing=False)
+        self.network.delete_rbac_policy.assert_called_once_with(
+            self.rbac_policies[0])
+        self.assertIsNone(result)
+
+    def test_multi_network_rbacs_delete(self):
+        arglist = []
+        verifylist = []
+
+        for r in self.rbac_policies:
+            arglist.append(r.id)
+        verifylist = [
+            ('rbac_policy', arglist),
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+
+        result = self.cmd.take_action(parsed_args)
+
+        calls = []
+        for r in self.rbac_policies:
+            calls.append(call(r))
+        self.network.delete_rbac_policy.assert_has_calls(calls)
+        self.assertIsNone(result)
+
+    def test_multi_network_policies_delete_with_exception(self):
+        arglist = [
+            self.rbac_policies[0].id,
+            'unexist_rbac_policy',
+        ]
+        verifylist = [
+            ('rbac_policy',
+             [self.rbac_policies[0].id, 'unexist_rbac_policy']),
+        ]
+        parsed_args = self.check_parser(self.cmd, arglist, verifylist)
+
+        find_mock_result = [self.rbac_policies[0], exceptions.CommandError]
+        self.network.find_rbac_policy = (
+            mock.MagicMock(side_effect=find_mock_result)
+        )
+
+        try:
+            self.cmd.take_action(parsed_args)
+            self.fail('CommandError should be raised.')
+        except exceptions.CommandError as e:
+            self.assertEqual('1 of 2 RBAC policies failed to delete.', str(e))
+
+        self.network.find_rbac_policy.assert_any_call(
+            self.rbac_policies[0].id, ignore_missing=False)
+        self.network.find_rbac_policy.assert_any_call(
+            'unexist_rbac_policy', ignore_missing=False)
+        self.network.delete_rbac_policy.assert_called_once_with(
+            self.rbac_policies[0]
+        )
 
 
 class TestListNetworkRABC(TestNetworkRBAC):
@@ -107,16 +357,18 @@ class TestShowNetworkRBAC(TestNetworkRBAC):
 
     def test_network_rbac_show_all_options(self):
         arglist = [
-            self.rbac_policy.object_id,
+            self.rbac_policy.id,
+        ]
+        verifylist = [
+            ('rbac_policy', self.rbac_policy.id),
         ]
-        verifylist = []
         parsed_args = self.check_parser(self.cmd, arglist, verifylist)
 
         # DisplayCommandBase.take_action() returns two tuples
         columns, data = self.cmd.take_action(parsed_args)
 
         self.network.find_rbac_policy.assert_called_with(
-            self.rbac_policy.object_id, ignore_missing=False
+            self.rbac_policy.id, ignore_missing=False
         )
         self.assertEqual(self.columns, columns)
         self.assertEqual(self.data, list(data))
diff --git a/releasenotes/notes/bp-neutron-client-rbac-bbd7b545b50d2bdf.yaml b/releasenotes/notes/bp-neutron-client-rbac-bbd7b545b50d2bdf.yaml
index ad5c02bad3..7a00e587a0 100644
--- a/releasenotes/notes/bp-neutron-client-rbac-bbd7b545b50d2bdf.yaml
+++ b/releasenotes/notes/bp-neutron-client-rbac-bbd7b545b50d2bdf.yaml
@@ -1,4 +1,5 @@
 ---
 features:
-  - Add ``network rbac list`` and ``network rbac show`` commands.
+  - Add ``network rbac list``, ``network rbac show``, ``network rbac create``
+    and ``network rbac delete`` commands.
     [Blueprint `neutron-client-rbac <https://blueprints.launchpad.net/python-openstackclient/+spec/neutron-client-rbac>`_]
diff --git a/setup.cfg b/setup.cfg
index f1abceb93d..c0bb221936 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -361,6 +361,8 @@ openstack.network.v2 =
     network_set = openstackclient.network.v2.network:SetNetwork
     network_show = openstackclient.network.v2.network:ShowNetwork
 
+    network_rbac_create = openstackclient.network.v2.network_rbac:CreateNetworkRBAC
+    network_rbac_delete = openstackclient.network.v2.network_rbac:DeleteNetworkRBAC
     network_rbac_list = openstackclient.network.v2.network_rbac:ListNetworkRBAC
     network_rbac_show = openstackclient.network.v2.network_rbac:ShowNetworkRBAC